This table displays the selected game’s current values on four BGG outcomes (UsersRated, Average, GeekRating, Weight) along with my predictive model(s) estimated values for where these games are likely to end up.
Published | ID | Name | Type | UserRatings | Average | GeekRating | Weight |
2021 | Escape Room: The Game – Puzzle Adventures: Secret of The Scientist | Current | 155 | 7.60 | 5.67 | 1.88 | |
Estimated | 200 | 7.08 | 5.66 | 2.78 |
To see more information about the game on boardgamegeek, click on the game’s ID or Name to go straight to the game’s profile page.
Description |
In a mansion at the edge of town, a security alarm is blaring. As the rookie police officer, you've been assigned to investigate. Inside the mansion, you discover the body of a murdered woman and another shocking fact: the front door—and all other doors—cannot be opened from the inside. You are locked inside this obscure mansion with a corpse and no door handles... Your only way out is to escape. In this Escape Room-meets-jigsaw puzzle board game, you must solve the riddles in order to earn new puzzle pieces and unlock new rooms. It's your only way to exit the game and survive. |
Information on the game’s designers, artists, families, mechanics and categories from BGG.
Published | ID | Name | Publisher(s) | Designer(s) | Artist(s) | Categories | Families | Mechanics |
2021 | Escape Room: The Game – Puzzle Adventures: Secret of The Scientist | Identity Games International B.V. | (Uncredited) | Puzzle | Category: Escape Room Games | Cooperative Game | ||
ADC Blackfire Entertainment | Series: Escape Room – The Game (Identity Games International B.V.) | Deduction | ||||||
Cranio Creations | Theme: Mad Science / Mad Scientist | Elapsed Real Time Ending | ||||||
Diset S. A. | Theme: Science | Solo / Solitaire Game | ||||||
Korea Boardgames Co., Ltd. | ||||||||
Noris Spiele | ||||||||
For the full profile of the selected game, click on the links in the table or go to https://boardgamegeek.com/boardgame/337690
For each of the predictions above, I used models that were trained on historical boardgamegeek data in order to predict the selected game. How did the model(s) arrive at their predictions? The following plot displays Shapley values to indicate what features were most influential for the model’s predictions. Anything in blue increased the model’s predictions, anything in red decreased the model’s predictions.
What games are similar to Escape Room: The Game – Puzzle Adventures: Secret of The Scientist? I compare the selected game to every other game on boardgamegeek based on its mechanics, playing time, complexity, and game type. The tables below display the games which had the most similar data to Escape Room: The Game – Puzzle Adventures: Secret of The Scientist. The reported similarity is the cosine similarity between the selected game and all other games published before 2021.
This similarity score ranges from -1 to 1, where similarity of 1 indicates that games are exactly identical (a game will have a score of 1 with itself).
Note: This analysis does not look at a game’s ratings on BGG, publisher, artist, or designer - it focuses on finding similar games based on how they play, not how they are rated or by their theme.
The table below displays games with the most similar data to Escape Room: The Game – Puzzle Adventures: Secret of The Scientist. Click on a game’s ID or Name to go straight to its profile on boardgamegeek.
Rank | Published | ID | Name | Similarity | GeekRating | Average | Weight | UserRatings |
-- | 2021 | Escape Room: The Game – Puzzle Adventures: Secret of The Scientist | 1.00 | 5.67 | 7.60 | 2.78 | 155 | |
1 | 2017 | 0.89 | 6.98 | 7.66 | 2.71 | 3,952 | ||
2 | 2016 | 0.88 | 6.75 | 7.10 | 2.55 | 6,322 | ||
3 | 2016 | 0.88 | 7.18 | 7.48 | 2.54 | 10,051 | ||
4 | 2020 | 0.88 | 5.49 | 5.27 | 2.00 | 149 | ||
5 | 2016 | Sherlock Holmes Consulting Detective: Jack the Ripper & West End Adventures | 0.87 | 7.07 | 7.69 | 2.20 | 4,930 | |
6 | 2018 | 0.86 | 6.15 | 7.47 | 2.59 | 1,086 | ||
7 | 1980 | 0.84 | 5.59 | 6.54 | 2.41 | 197 | ||
8 | 2019 | 0.82 | 5.96 | 6.91 | 1.83 | 866 | ||
9 | 2012 | 0.82 | 6.05 | 7.08 | 2.81 | 1,006 | ||
10 | 2015 | 0.82 | 6.22 | 6.93 | 2.06 | 1,892 | ||
11 | 2018 | 0.81 | 7.32 | 7.79 | 2.74 | 8,754 | ||
12 | 2018 | 0.81 | 6.42 | 7.13 | 2.14 | 2,319 | ||
13 | 2020 | 0.81 | 5.91 | 7.55 | 2.67 | 428 | ||
14 | 2020 | 0.81 | 5.98 | 7.13 | 2.67 | 726 | ||
15 | 2017 | 0.80 | 5.87 | 6.23 | 2.00 | 1,809 | ||
16 | 2019 | 0.80 | 5.51 | 5.92 | 3.50 | 60 | ||
17 | 2020 | 0.80 | 5.55 | 6.94 | 1.67 | 58 | ||
18 | 2018 | 0.80 | 5.54 | 8.43 | 2.80 | 46 | ||
19 | 1982 | Sherlock Holmes Consulting Detective: The Thames Murders & Other Cases | 0.79 | 7.47 | 7.69 | 2.67 | 19,007 | |
20 | 2018 | 0.78 | 5.54 | 7.41 | 2.80 | 50 | ||
21 | 2017 | 0.78 | 6.42 | 6.91 | 2.74 | 3,309 | ||
22 | 2016 | 0.78 | 6.50 | 7.40 | 2.18 | 2,078 | ||
23 | 2017 | 0.78 | 6.44 | 6.97 | 2.65 | 3,187 | ||
24 | 2020 | 0.78 | 5.78 | 6.96 | 3.20 | 428 | ||
25 | 2020 | 0.78 | 7.08 | 7.80 | 3.64 | 4,121 |
Click on the ID or Name for any game to go its profile page on boardgamegeek.
What games are similar to Escape Room: The Game – Puzzle Adventures: Secret of The Scientist while also being highly rated by the boardgamegeek community? In this table I multiply every neighboring game’s similarity score by its GeekRating. The resulting score is an attempt to balance these two quantities.
Rank | Published | ID | Name | Score | Similarity | GeekRating | Average | Weight | UserRatings |
-- | 2021 | Escape Room: The Game – Puzzle Adventures: Secret of The Scientist | 5.67 | 1.00 | 5.67 | 7.60 | 2.78 | 155 | |
1 | 2016 | 6.31 | 0.88 | 7.18 | 7.48 | 2.54 | 10,051 | ||
2 | 2017 | 6.21 | 0.89 | 6.98 | 7.66 | 2.71 | 3,952 | ||
3 | 2016 | Sherlock Holmes Consulting Detective: Jack the Ripper & West End Adventures | 6.13 | 0.87 | 7.07 | 7.69 | 2.20 | 4,930 | |
4 | 2016 | 5.95 | 0.88 | 6.75 | 7.10 | 2.55 | 6,322 | ||
5 | 2018 | 5.95 | 0.81 | 7.32 | 7.79 | 2.74 | 8,754 | ||
6 | 1982 | Sherlock Holmes Consulting Detective: The Thames Murders & Other Cases | 5.93 | 0.79 | 7.47 | 7.69 | 2.67 | 19,007 | |
7 | 2016 | 5.71 | 0.72 | 7.96 | 8.20 | 3.85 | 21,689 | ||
8 | 2020 | 5.50 | 0.78 | 7.08 | 7.80 | 3.64 | 4,121 | ||
9 | 2015 | 5.35 | 0.69 | 7.72 | 8.58 | 4.26 | 8,359 | ||
10 | 2018 | 5.30 | 0.86 | 6.15 | 7.47 | 2.59 | 1,086 | ||
11 | 2016 | 5.26 | 0.77 | 6.82 | 7.21 | 2.80 | 5,967 | ||
12 | 2018 | 5.17 | 0.81 | 6.42 | 7.13 | 2.14 | 2,319 | ||
13 | 2018 | 5.17 | 0.76 | 6.82 | 7.70 | 2.26 | 2,672 | ||
14 | 2017 | 5.11 | 0.77 | 6.67 | 7.31 | 2.21 | 3,350 | ||
15 | 2015 | 5.10 | 0.82 | 6.22 | 6.93 | 2.06 | 1,892 | ||
16 | 2016 | 5.05 | 0.78 | 6.50 | 7.40 | 2.18 | 2,078 | ||
17 | 2017 | 5.01 | 0.78 | 6.44 | 6.97 | 2.65 | 3,187 | ||
18 | 2018 | 5.00 | 0.74 | 6.77 | 7.39 | 2.94 | 3,816 | ||
19 | 2017 | 5.00 | 0.78 | 6.42 | 6.91 | 2.74 | 3,309 | ||
20 | 2012 | 4.96 | 0.82 | 6.05 | 7.08 | 2.81 | 1,006 | ||
21 | 2019 | 4.91 | 0.82 | 5.96 | 6.91 | 1.83 | 866 | ||
22 | 2017 | 4.90 | 0.75 | 6.54 | 7.18 | 2.13 | 2,818 | ||
23 | 2015 | 4.82 | 0.72 | 6.72 | 7.03 | 2.90 | 8,378 | ||
24 | 2020 | 4.82 | 0.81 | 5.98 | 7.13 | 2.67 | 726 | ||
25 | 2020 | 4.81 | 0.88 | 5.49 | 5.27 | 2.00 | 149 |
I first ran a dimension reduction method (PCA) to identify the main points of variation for games on BGG. The first 25 components explained roughly 50% of the overall variation in the dataset, so I computed the cosine similarity between every game’s score on these 25 components.
The following plot shows every game on BGG plotted on the first two principal components of variation. I then highlight where the selected game and its nearest neighbors fall on these first two components.
Similarity scores are based on 25 principal components - the next table displays the selected game and its neighbors profiles on each of these components.
## Warning in abbreviate(neighbor_name, 60): abbreviate used with non-ASCII chars
What are these components? The following plot shows which features contribute the most to each component.